---
title: ML Examples and Tutorials
type: guide
order: 608
meta_title: Machine Learning Example Tutorials
meta_description: Label Studio tutorial documentation for setting up a machine learning model with predictions using PyTorch, GPT2, Sci-kit learn, and other popular frameworks in your data science and data labeling projects.
---

<link rel="stylesheet" href="/tutorials/styles.css">

<style>
  h1 {
    margin-top: 0 !important;
    margin-left: 1em !important;
  }

  @media screen and (min-width: 900px) {
    .content {
      margin-top: 1em;
      margin-left: 290px !important;
    }
  }
</style>


<div class="blog-body">
  <div class="grid">
    
    <!-- Simple -->
    <div class="column">
      <a href="/tutorials/dummy_model.html">
        <div class="card">
          <div class="image-wrap">
            <div style="background-image: url(/tutorials/simple-image-classification.png); background-size:cover" class="image"></div>
          </div>
          <div class="category">image classification, starter</div>
          <div class="desc"></div>
          <div class="title">Create a simple ML backend</div>
        </div>
      </a>
    </div>       

    <!-- Text classification -->
    <div class="column">
      <a href="/tutorials/sklearn-text-classifier.html">
        <div class="card">
          <div class="image-wrap">
            <div style="background-image: url(/tutorials/text-classification.png); background-size:cover" class="image"></div>
          </div>
          <div class="category">text classification</div>
          <div class="title">Text classification with Scikit-Learn</div>
        </div>
      </a>
    </div>
        
    <!-- Image Object Detector -->
    <div class="column">
      <a href="/tutorials/object-detector.html">
        <div class="card">
          <div class="image-wrap">
            <div style="background-image: url(/tutorials/object-detection-with-bounding-boxes.png); background-size:cover" class="image"></div>
          </div>
          <div class="category">object detection, image</div>
          <div class="title">OpenMMLab Image object detector</div>
        </div>
      </a>
    </div>
    
    <!-- Transfer learning for images with PyTorch -->
    <div class="column">
      <a href="/tutorials/pytorch-image-transfer-learning.html">
        <div class="card">
          <div class="image-wrap">
            <div style="background-image: url(/tutorials/image-classification-pytorch.png); background-size:cover" class="image"></div>
          </div>
          <div class="category">image classification</div>
          <div class="title">Transfer learning for images with PyTorch</div>
        </div>
      </a>
    </div>

    <!-- Chatbot response generation with HuggingFace's GPT2 model -->
    <div class="column">
      <a href="/tutorials/gpt.html">
        <div class="card">
          <div class="image-wrap">
            <div style="background-image: url(/tutorials/gpt2.png)" class="image"></div>
          </div>
          <div class="category">Text generation</div>
          <div class="title">Chatbot response generation with HuggingFace's GPT2 model</div>
        </div>
      </a>
    </div>

    <!-- Automatic Speech Recognition with Nvidia's NeMo -->
    <div class="column">
      <a href="/tutorials/nemo_asr.html">
        <div class="card">
          <div class="image-wrap">
            <div class="image" style="background-image: url(/tutorials/nemo.png)"></div>
          </div>
          <div class="category">Audio ASR</div>
          <div class="title">Automatic Speech Recognition with Nvidia's NeMo</div>
        </div>
      </a>
    </div>

</div>